Chapter 12: Sampling Distributions

12.1: Basic Concepts

1. Population Vs Sample
2. Applications of Sampling
3. Introduction to Large Random Sample Space
4. Population and Its Kind
5. Sample and Sampling
6. Sampling Units and Frame
7. Sampling Versus Census
8. Sampling and Non-Sampling Errors
9. Precision and accuracy
10. Limitations of Sampling
11. Sampling Design and Its Types
12. A Representative Vs Biased Sample

12.2: Probability And Non Probability sampling

1. Probability and Non-probability Sampling
2. Random Digits
3. Simple Random Sampling
4. Systematic Sampling
5. Stratified Sampling
6. Introducing Purposive and Quota Sampling

12.3: Errors in Sampling

1. True Value, Accuracy, Precision and Error
2. Prob-True Value, Accuracy, Precision and Error
3. Prob-Simple Random Sampling and Sampling Distribution

12.4: Sampling and Sampling Distributions

1. Sampling
2. Sampling Distribution
3. Sampling With Replacement and Without Replacement
4. Sampling Distribution and Standard Error of Statistic
5. Prob-Sampling Distribution and Standard Error of Statistic
6. Prob-Sampling Distribution From General Populations

12.5: Sampling Distributions

1. Sampling Distribution of Means
2. More on Sampling Distribution of Means
3. Graphical Representation of Sampling Distribution of Means
4. Standard Deviation of the Sampling Distribution With Replacement
5. More on Standard Deviation of the Sampling Distribution With Replacem
6. Problem- Standard Deviation of Sampling Distribution With Replacement
7. Standard Deviation of Sampling Distribution Without Replacement
8. More on Standard Deviation of Sampling Distribution Without Replaceme
9. Sampling Distribution of Difference of Means
10. Variance of Difference of Random Variables
11. More on Sampling Distribution of Difference of Means
12. More on Difference of Variance of Random Variables
13. Problem-Sampling Distribution of Difference of Means
14. More on Problem-Sampling Distribution of Difference of Means
15. Further to Problem-Sampling Distribution of Difference of Means
16. Further to Problem-Sampling Distribution of Difference of Means
17. Sampling Distribution of Proportions
18. Problem- Sampling Distribution of Proportions
19. More on Problem- Sampling Distribution of Proportions
20. More on Problem- Sampling Distribution of Proportions
21. Sampling Distribution of Variances
22. More on Sampling Distribution of Variances
23. Further stuff on Sampling Distribution of Variances